Cross-magnification consistency on Cross-magnification 10x to 40x transition (test)
0.716Avg Pos Similarity (Spos)MAD-NP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAD-NPmodel_variant=Non-Parametric2025.12 | 0.716 | 0.577 | 0.138 | 0.221 | 0.356 | |
| UNI2025.12 | 0.576 | 0.528 | 0.048 | 0.468 | 0.06 | |
| Virchow22025.12 | 0.495 | 0.435 | 0.06 | 0.393 | 0.043 | |
| UNI22025.12 | 0.488 | 0.417 | 0.071 | 0.343 | 0.074 | |
| Prov-GigaPath2025.12 | 0.401 | 0.335 | 0.066 | 0.297 | 0.038 | |
| DINOv2 Giant Finetunedsize=Giant, mode=Finetuned2025.12 | 0.306 | 0.237 | 0.069 | 0.081 | 0.156 |